https://github.com/suhatanriverdi/clustering-project-of-amyotrophic-lateral-sclerosis-als-
In this project, we will work with historical data about a disease called amyotrophic lateral sclerosis (ALS) by using Clustering Methods.
https://github.com/suhatanriverdi/clustering-project-of-amyotrophic-lateral-sclerosis-als-
clustering jypyternotebook machine-learning python
Last synced: 3 months ago
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In this project, we will work with historical data about a disease called amyotrophic lateral sclerosis (ALS) by using Clustering Methods.
- Host: GitHub
- URL: https://github.com/suhatanriverdi/clustering-project-of-amyotrophic-lateral-sclerosis-als-
- Owner: suhatanriverdi
- License: mit
- Created: 2020-02-04T12:53:17.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2020-02-04T13:22:57.000Z (over 5 years ago)
- Last Synced: 2024-10-16T19:06:09.597Z (about 1 year ago)
- Topics: clustering, jypyternotebook, machine-learning, python
- Language: Jupyter Notebook
- Size: 1.19 MB
- Stars: 5
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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# References
[1] ALS Dataset and Case Study
[https://umich.instructure.com/courses/38100/files/folder/Case_Studies/15_ALS_CaseStudy](https://umich.instructure.com/courses/38100/files/folder/Case_Studies/15_ALS_CaseStudy)
[2] Data Science and Predictive Analytics (UMich HS650)
[http://www.socr.umich.edu/people/dinov/2017/Spring/DSPA_HS650/notes/12_kMeans_Clustering.html](http://www.socr.umich.edu/people/dinov/2017/Spring/DSPA_HS650/notes/12_kMeans_Clustering.html)
[3] K-Means++
[https://www.analyticsvidhya.com/blog/2019/08/comprehensive-guide-k-means-clustering/](https://www.analyticsvidhya.com/blog/2019/08/comprehensive-guide-k-means-clustering/)
[4] K-means Scikit-Learn Manual
[https://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html)
[5] K-means++: The Advantages of Careful Seeding David Arthur and Sergei Vassilvitskii
[http://ilpubs.stanford.edu:8090/778/1/2006-13.pdf](http://ilpubs.stanford.edu:8090/778/1/2006-13.pdf)
[6] K-means Clustering: Algorithm, Applications, Evaluation Methods, and Drawbacks
[https://towardsdatascience.com/k-means-clustering-algorithm-applications-evaluation-methods-and-drawbacks-aa03e644b48a](https://towardsdatascience.com/k-means-clustering-algorithm-applications-evaluation-methods-and-drawbacks-aa03e644b48a)
[7] Silhouette Plots, TMHG534 Data mining and machine learning
[https://www.youtube.com/watch?v=_j37uExzbXk](https://www.youtube.com/watch?v=_j37uExzbXk), [https://mu-informatics.org/courses/data-mining-and-machine-learning/](https://mu-informatics.org/courses/data-mining-and-machine-learning/)
[8] Density-Based Algorithm for Discovering Clusters
[https://www.aaai.org/Papers/KDD/1996/KDD96-037.pdf](https://www.aaai.org/Papers/KDD/1996/KDD96-037.pdf)
[9] Clustering Lecture, Density-based Methods
[https://cse.buffalo.edu/~jing/cse601/fa12/materials/clustering_density.pdf](https://cse.buffalo.edu/~jing/cse601/fa12/materials/clustering_density.pdf)
## License
ALS Clustering Project is licensed under the MIT license. See LICENSE for more information.## Project Status
You can download the latest release from this repository.## Disclaimer
This project was prepared and shared for educational purposes only. You can use or edit any file as you wish.## About
Süha TANRIVERDİ Çankaya University, Computer Engineering